Table 3. Summary of environmental variables across 63 sites in the study area.
Environmental vaiables | Mean ± SD | Min-Max | Transformation |
---|---|---|---|
Altitude (m) | 2309 ± 282.59 | 1623 ~ 2905 | None |
Conductivity (μs cm−1) | 65.52 ± 30.82 | 16.80 ~ 151 | None |
DO (mg L−1) | 7.88 ± 0.69 | 6.52 ~ 10.03 | None |
pH | 7.96 ± 0.24 | 7.44 ~ 8.55 | None |
Stream width (m) | 2.86 ± 1.69 | 0.36 ~ 10.70 | Log |
Depth (m) | 0.20 ± 0.08 | 0.05 ~ 0.45 | Log |
Mean velocity (m s−1) | 0.38 ± 0.22 | 0.06 ~ 1.27 | Squ.root |
T-N (mg L−1) | 0.27 ± 0.27 | 0.02 ~ 1.29 | Log |
NO3-N (mg L−1) | 0.22 ± 0.25 | 0 ~ 1.12 | None |
NH4-N (mg L−1) | 0.02 ± 0.01 | 0.01 ~ 0.07 | Log |
T-P (mg L−1) | 0.01 ± 0.004 | 0 ~ 0.03 | None |
PO4-P (mg L−1) | 0.01 ± 0.004 | 0 ~ 0.02 | Log |
SiO2-Si (mg L−1) | 4.31 ± 1.41 | 2 ~ 8.21 | Squ.root |
TOC (mg L−1) | 0.38 ± 0.14 | 0.15 ~ 0.90 | None |
Forest % | 81.93 ± 13.15 | 48.66 ~ 96.44 | Centred log ratio |
Grass % | 9.05 ± 7.15 | 1.32 ~ 32.93 | Centred log ratio |
Agriculture % | 0.52 ± 1.19 | 0 ~ 6.3 | Centred log ratio |
Built-up% | 3.31 ± 2.40 | 0.13 ~ 9.32 | Centred log ratio |
Barren land % | 5.19 ± 6.51 | 0.04 ~ 28.13 | Centred log ratio |
Transformations applied to meet normality assumptions are listed. None: none transformation; Log: logarithmic transformation; Squ.root: square root transformation; Centred log ratio: a transformation specially for compositional data.